Uploaded December 2020 | Updated September 2026, 2 weeks ago
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Learn how to build autoencoders with Python, Tensorflow, and Keras. In particular, in this video you’ll learn how to build the decoder component of an autoencoder.
Code:
github.com/musikalkemist/generating-sound-with-neural-networks/blob/main/05%20Building%20an%20autoencoder%20pt2%20-%20decoder/autoencoder.py
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Content
0:00 Intro
0:44 Build method update
1:35 Build decoder
4:58 Add decoder input
5:46 Add dense layer
10:06 Add reshape layer
11:57 Add convolutional transpose layers
23:37 Add output layer
29:00 Build decoder recap
30:22 Summary method update
30:57 Autoencoder instantiation + architecture summary
34:32 What's up next?
Join The Sound Of AI Slack community:
valeriovelardo.com/the-sound-of-ai-community
Learn how to build autoencoders with Python, Tensorflow, and Keras. In particular, in this video you’ll learn how to build the decoder component of an autoencoder.
Code:
github.com/musikalkemist/generating-sound-with-neural-networks/blob/main/05%20Building%20an%20autoencoder%20pt2%20-%20decoder/autoencoder.py
===============================
Interested in hiring me as a consultant/freelancer?
valeriovelardo.com
Follow Valerio on Facebook:
facebook.com/TheSoundOfAI
Connect with Valerio on Linkedin:
linkedin.com/in/valeriovelardo
Follow Valerio on Twitter:
twitter.com/musikalkemist
===============================
Content
0:00 Intro
0:44 Build method update
1:35 Build decoder
4:58 Add decoder input
5:46 Add dense layer
10:06 Add reshape layer
11:57 Add convolutional transpose layers
23:37 Add output layer
29:00 Build decoder recap
30:22 Summary method update
30:57 Autoencoder instantiation + architecture summary
34:32 What's up next?
![What’s the salary of an AI audio engineer? [2022]](https://i.ytimg.com/vi/TGwf90cDw2c/mqdefault.jpg "What’s the salary of an AI audio engineer? [2022]
Whether you are a company looking for music AI talent or you’re an audio AI engineer looking for a job, there’s one important question you may have in mind: what’s the typical salary of an AI audio engineer? In this video I’ll try to answer this question, providing salary ranges for juniors, seniors, and lead roles.
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Advanced Python Programming:
https://the-sound-of-ai-academy.teachable.com/p/advanced-python-programming
Join The Sound Of AI Slack community:
https://valeriovelardo.com/the-sound-of-ai-community/
Interested in hiring me as a consultant/freelancer?
https://valeriovelardo.com/
Connect with Valerio on Linkedin:
https://www.linkedin.com/in/valeriovelardo
Follow Valerio on Facebook:
https://www.facebook.com/TheSoundOfAI")
